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only)</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../24500/glossary-organizational-planning-tools-hl.html" title="Glossary: Organizational planning tools (HL)">Glossary: Organizational planning tools (HL)</a></li></ul></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../21699/unit-2.html" title="Unit 2">Unit 2</a></li><ul class="level-2 "><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21753/21-functions-evolution-of-hrm.html" title="2.1 Functions & evolution of HRM">2.1 Functions & evolution of HRM</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../25388/glossary.html" title="Glossary">Glossary</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right 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relations (HL only)">2.6 Industrial/employee relations (HL only)</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../25125/glossary-industrialemployee-relations.html" title="Glossary: Industrial/employee relations">Glossary: Industrial/employee relations</a></li></ul></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../21670/unit-3.html" title="Unit 3">Unit 3</a></li><ul class="level-2 "><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21744/31-sources-of-finance.html" title="3.1 Sources of finance">3.1 Sources of finance</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../24501/glossary-sources-of-finance.html" title="Glossary: Sources of finance">Glossary: Sources of finance</a></li></ul><li class=" 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href="../22093/glossary-break-even-analysis.html" title="Glossary: Break-even analysis">Glossary: Break-even analysis</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21747/34-final-accounts.html" title="3.4 Final accounts">3.4 Final accounts</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../31367/glossary-final-accounts.html" title="Glossary: Final accounts">Glossary: Final accounts</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21748/35-profitability-and-liquidity-ratio-analysis.html" title="3.5 Profitability and liquidity ratio analysis">3.5 Profitability and liquidity ratio analysis</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../25111/glossary-profitability-and-liquidity-ratio-analysis.html" title="Glossary: Profitability and liquidity ratio analysis">Glossary: Profitability and liquidity ratio analysis</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21749/36-efficiency-ratio-analysis-hl-only.html" title="3.6 Efficiency ratio analysis (HL only)">3.6 Efficiency ratio analysis (HL only)</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../25114/glossary-efficiency-ratios.html" title="Glossary: Efficiency ratios">Glossary: Efficiency ratios</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21750/37-cash-flow.html" title="3.7 Cash flow">3.7 Cash flow</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../25118/cash-flow-forecasts.html" title="Cash flow forecasts">Cash flow forecasts</a></li><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../31376/glossary-cash-flow.html" title="Glossary: Cash flow">Glossary: Cash flow</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21751/38-investment-appraisal.html" title="3.8 Investment appraisal">3.8 Investment appraisal</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../31377/glossary-investment-appraisal-.html" title="Glossary: Investment appraisal ">Glossary: Investment appraisal </a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21752/39-budgets-hl-only.html" title="3.9 Budgets (HL only)">3.9 Budgets (HL only)</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../31378/39-budgets-hl-only-glossary.html" title="3.9 Budgets (HL Only) Glossary">3.9 Budgets (HL Only) Glossary</a></li></ul></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../21684/unit-4.html" title="Unit 4">Unit 4</a></li><ul class="level-2 "><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21767/41-the-role-of-marketing.html" title="4.1 The role of marketing">4.1 The role of marketing</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../25618/glossary-the-role-of-marketing.html" title="Glossary: The role of marketing">Glossary: The role of marketing</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21768/42-marketing-planning.html" title="4.2 Marketing planning">4.2 Marketing planning</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../28328/glossary-marketing-planning.html" title="Glossary: Marketing planning">Glossary: Marketing planning</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21769/43-sales-forecasting-hl-only.html" title="4.3 Sales forecasting (HL only)">4.3 Sales forecasting (HL only)</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../25713/glossary-sales-forecasting.html" title="Glossary: Sales forecasting">Glossary: Sales forecasting</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21713/44-market-research.html" title="4.4 Market research">4.4 Market research</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../25208/glossary-market-research.html" title="Glossary: Market research">Glossary: Market research</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21770/45-the-four-ps.html" title="4.5 The four Ps">4.5 The four Ps</a></li><ul class="level-3 "><li class=" parent" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="std-disabled" href="#" title="Product">Product</a></li><ul class="level-4 "><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../22627/glossary-product.html" title="Glossary: Product">Glossary: Product</a></li></ul><li class=" parent" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../22525/price.html" title="Price">Price</a></li><ul class="level-4 "><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../22548/glossary-price.html" title="Glossary: Price">Glossary: Price</a></li></ul><li class=" parent" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../22567/promotion.html" title="Promotion">Promotion</a></li><ul class="level-4 "><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../22704/45-promotion-glossary.html" title="4.5 Promotion - Glossary">4.5 Promotion - Glossary</a></li></ul><li class=" parent" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../22745/place.html" title="Place">Place</a></li><ul class="level-4 "><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../23813/45-place-glossary.html" title="4.5 Place - Glossary">4.5 Place - Glossary</a></li></ul></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21774/46-the-extended-marketing-mix-7-ps-hl.html" title="4.6 The extended marketing mix (7 Ps) (HL)">4.6 The extended marketing mix (7 Ps) (HL)</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../23814/glossary-the-extended-marketing-mix-hl.html" title="Glossary: The extended marketing mix (HL)">Glossary: The extended marketing mix (HL)</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21772/47-international-marketing-hl-only.html" title="4.7 International marketing (HL only)">4.7 International marketing (HL only)</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../23815/glossary-international-marketing-hl.html" title="Glossary: International Marketing (HL)">Glossary: International Marketing (HL)</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21773/48-e-commerce.html" title="4.8 E-commerce">4.8 E-commerce</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../23797/glossary-e-commerce.html" title="Glossary: E-commerce">Glossary: E-commerce</a></li></ul></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../21688/unit-5.html" title="Unit 5">Unit 5</a></li><ul class="level-2 "><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21937/51-the-role-of-operations-management.html" title="5.1 The role of operations management">5.1 The role of operations management</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../24843/glossary.html" title="Glossary">Glossary</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21938/52-production-methods.html" title="5.2 Production methods">5.2 Production methods</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../24848/glossary.html" title="Glossary">Glossary</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21939/53-lean-production-quality-management-hl.html" title="5.3 Lean production & quality management (HL)">5.3 Lean production & quality management (HL)</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../24839/glossary-lean-production-and-quality-management.html" title="Glossary: Lean Production and quality management">Glossary: Lean Production and quality management</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21700/54-location.html" title="5.4 Location">5.4 Location</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../24959/glossary.html" title="Glossary">Glossary</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21695/55-production-planning-hl.html" title="5.5 Production planning (HL)">5.5 Production planning (HL)</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../25032/glossary-production-planning.html" title="Glossary: Production planning">Glossary: Production planning</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../33222/56-research-development-hl.html" title="5.6 Research & development (HL)">5.6 Research & development (HL)</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../34014/glossary-research-development.html" title="Glossary: Research & Development">Glossary: Research & Development</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21941/57-crisis-management-contingency-planning-hl.html" title="5.7 Crisis management & contingency planning (HL)">5.7 Crisis management & contingency planning (HL)</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../25042/glossary.html" title="Glossary">Glossary</a></li></ul></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../25115/cuegis.html" title="CUEGIS">CUEGIS</a></li><ul class="level-2 "><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="std-disabled" href="#" title="The 6 CUEGIS concepts">The 6 CUEGIS concepts</a></li><ul class="level-3 "><li class=" parent" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="std-disabled" href="#" title="Ethics">Ethics</a></li><ul class="level-4 "><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../21954/mcdonalds-supersize-me.html" title="McDonald's - Supersize Me">McDonald's - Supersize Me</a></li></ul></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="std-disabled" href="#" title="The CUEGIS essay">The CUEGIS essay</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../22876/planning-your-cuegis-essay.html" title="Planning your CUEGIS essay">Planning your CUEGIS essay</a></li><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../33806/paper-2-section-c-questions.html" title="Paper 2 Section C Questions">Paper 2 Section C Questions</a></li></ul></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../33959/the-ia.html" title="The IA">The IA</a></li><ul class="level-2 "><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="std-disabled" href="#" title="HL IA">HL IA</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../22190/35-sample-research-questions-for-the-hl-ia.html" title="35 sample research questions for the HL IA">35 sample research questions for the HL IA</a></li><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../22200/hl-ia-student-checklist.html" title="HL IA - Student Checklist">HL IA - Student Checklist</a></li><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../33508/ia-hl-poster.html" title="IA HL Poster">IA HL Poster</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="std-disabled" href="#" title="SL IA">SL IA</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../22146/sl-ia-20-sample-titles.html" title="SL IA - 20 Sample Titles">SL IA - 20 Sample Titles</a></li><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../38181/faq-about-the-sl-ia.html" title="FAQ about the SL IA">FAQ about the SL IA</a></li></ul></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../22114/exams.html" title="Exams">Exams</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../22115/command-terms.html" title="Command Terms">Command Terms</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../36599/glossary-of-key-terms.html" title="Glossary of key terms">Glossary of key terms</a></li><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../38059/flashcards-revision.html" title="Flashcards - Revision">Flashcards - Revision</a></li><ul class="level-3 "><li class=" parent" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../38060/flashcards-revision-unit-1.html" title="Flashcards - Revision (Unit 1)">Flashcards - Revision (Unit 1)</a></li><ul class="level-4 "><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38056/unit-11-revision-flashcards.html" title="Unit 1.1 Revision Flashcards">Unit 1.1 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38061/unit-12-revision-flashcards.html" title="Unit 1.2 Revision Flashcards">Unit 1.2 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38067/unit-13-revision-flashcards.html" title="Unit 1.3 Revision Flashcards">Unit 1.3 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38092/unit-14-revision-flashcards.html" title="Unit 1.4 Revision Flashcards">Unit 1.4 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38096/unit-15-revision-flashcards.html" title="Unit 1.5 Revision Flashcards">Unit 1.5 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38102/unit-16-revision-flashcards.html" title="Unit 1.6 Revision Flashcards">Unit 1.6 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38103/unit-17-revision-flashcards.html" title="Unit 1.7 Revision Flashcards">Unit 1.7 Revision Flashcards</a></li></ul><li class=" parent" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../38114/flashcards-revision-unit-2.html" title="Flashcards - Revision (Unit 2)">Flashcards - Revision (Unit 2)</a></li><ul class="level-4 "><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38121/unit-21-revision-flashcards.html" title="Unit 2.1 Revision Flashcards">Unit 2.1 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38125/unit-22-revision-flashcards.html" title="Unit 2.2 Revision Flashcards">Unit 2.2 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38126/unit-23-revision-flashcards.html" title="Unit 2.3 Revision Flashcards">Unit 2.3 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38144/unit-24-revision-flashcards.html" title="Unit 2.4 Revision Flashcards">Unit 2.4 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38146/unit-25-revision-flashcards.html" title="Unit 2.5 Revision Flashcards">Unit 2.5 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38147/unit-26-revision-flashcards-hl-only.html" title="Unit 2.6 Revision Flashcards (HL only)">Unit 2.6 Revision Flashcards (HL only)</a></li></ul><li class=" parent" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../38149/flashcards-revision-unit-3.html" title="Flashcards - Revision (Unit 3)">Flashcards - Revision (Unit 3)</a></li><ul class="level-4 "><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38153/unit-31-revision-flashcards.html" title="Unit 3.1 Revision Flashcards">Unit 3.1 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38154/unit-32-revision-flashcards.html" title="Unit 3.2 Revision Flashcards">Unit 3.2 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38182/unit-33-revision-flashcards.html" title="Unit 3.3 Revision Flashcards">Unit 3.3 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38183/unit-34-revision-flashcards.html" title="Unit 3.4 Revision Flashcards">Unit 3.4 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38191/unit-35-revision-flashcards.html" title="Unit 3.5 Revision Flashcards">Unit 3.5 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38192/unit-36-revision-flashcards-hl.html" title="Unit 3.6 Revision Flashcards (HL)">Unit 3.6 Revision Flashcards (HL)</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38193/unit-37-revision-flashcards.html" title="Unit 3.7 Revision Flashcards">Unit 3.7 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38194/unit-38-revision-flashcards.html" title="Unit 3.8 Revision Flashcards">Unit 3.8 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38195/unit-39-revision-flashcards.html" title="Unit 3.9 Revision Flashcards">Unit 3.9 Revision Flashcards</a></li></ul><li class=" parent" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../38196/flashcards-revision-unit-4.html" title="Flashcards - Revision (Unit 4)">Flashcards - Revision (Unit 4)</a></li><ul class="level-4 "><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38198/unit-41-revision-flashcards.html" title="Unit 4.1 Revision Flashcards">Unit 4.1 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38203/unit-42-revision-flashcards.html" title="Unit 4.2 Revision Flashcards">Unit 4.2 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38217/unit-43-revision-flashcards.html" title="Unit 4.3 Revision Flashcards">Unit 4.3 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38218/unit-44-revision-flashcards.html" title="Unit 4.4 Revision Flashcards">Unit 4.4 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38219/unit-45a-product-revision-flashcards.html" title="Unit 4.5a Product Revision Flashcards">Unit 4.5a Product Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38220/unit-45b-price-revision-flashcards.html" title="Unit 4.5b Price Revision Flashcards">Unit 4.5b Price Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38221/unit-45c-promotion-revision-flashcards.html" title="Unit 4.5c Promotion Revision Flashcards">Unit 4.5c Promotion Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38222/unit-45d-promotion-revision-flashcards.html" title="Unit 4.5d Promotion Revision Flashcards">Unit 4.5d Promotion Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38223/unit-46-revision-flashcards-hl.html" title="Unit 4.6 Revision Flashcards (HL)">Unit 4.6 Revision Flashcards (HL)</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38224/unit-47-revision-flashcards-hl.html" title="Unit 4.7 Revision Flashcards (HL)">Unit 4.7 Revision Flashcards (HL)</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38225/unit-48-e-commerce-flashcards.html" title="Unit 4.8 E-commerce Flashcards">Unit 4.8 E-commerce Flashcards</a></li></ul><li class=" parent" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../38232/flashcards-revision-unit-5.html" title="Flashcards - Revision (Unit 5)">Flashcards - Revision (Unit 5)</a></li><ul class="level-4 "><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38233/unit-51-revision-flashcards.html" title="Unit 5.1 Revision Flashcards">Unit 5.1 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38234/unit-52-revision-flashcards.html" title="Unit 5.2 Revision Flashcards">Unit 5.2 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38235/unit-53-revision-flashcards-hl.html" title="Unit 5.3 Revision Flashcards (HL)">Unit 5.3 Revision Flashcards (HL)</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38236/unit-54-revision-flashcards.html" title="Unit 5.4 Revision Flashcards">Unit 5.4 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38237/unit-55-revision-flashcards-hl.html" title="Unit 5.5 Revision Flashcards (HL)">Unit 5.5 Revision Flashcards (HL)</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38238/unit-56-revision-flashcards-hl.html" title="Unit 5.6 Revision Flashcards (HL)">Unit 5.6 Revision Flashcards (HL)</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38239/unit-57-revision-flashcards-hl.html" title="Unit 5.7 Revision Flashcards (HL)">Unit 5.7 Revision Flashcards (HL)</a></li></ul></ul><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../33830/formulae-quiz.html" title="Formulae Quiz">Formulae Quiz</a></li><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="std-disabled" href="#" title="Paper 1 Pre-release case study">Paper 1 Pre-release case study</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../44969/n22-case-study-ele-plc.html" title="N22 Case Study (ELE PLC)">N22 Case Study (ELE PLC)</a></li><li class=" parent" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="std-disabled" href="#" title="M22 (Peacewick Uni)">M22 (Peacewick Uni)</a></li><ul class="level-4 "><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../44106/additional-exam-questions-paper-1.html" title="Additional exam questions (Paper 1)">Additional exam questions (Paper 1)</a></li></ul><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../32840/may-2020-p-s-trawlers.html" title="May 2020 (P&S Trawlers)">May 2020 (P&S Trawlers)</a></li><li class=" parent" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="std-disabled" href="#" title="M23 Paper 1">M23 Paper 1</a></li><ul class="level-4 "><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../47825/paper-1-svt-study-guide-shirin-karimi.html" title="Paper 1 SVT Study Guide (Shirin Karimi)">Paper 1 SVT Study Guide (Shirin Karimi)</a></li></ul></ul><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../26095/exam-study-tips-resources.html" title="Exam & Study tips (resources)">Exam & Study tips (resources)</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../31342/revision-exams-top-tips.html" title="Revision & Exams - Top tips">Revision & Exams - Top tips</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../47460/top-tips-for-m23-exams.html" title="Top Tips for M23 Exams">Top Tips for M23 Exams</a></li></ul></ul><li class=" parent std-toplevel" style="padding-left: 4px"><i class="expander fa fa-caret-right "></i><a class="" href="../43522/unit-1-intro-to-bm.html" title="Unit 1 - Intro to BM">Unit 1 - Intro to BM</a></li><ul class="level-1 "><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44034/11-what-is-a-business.html" title="1.1 What is a business?">1.1 What is a business?</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399695.html" title="The nature of business">The nature of business</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399694.html" title="Primary, secondary, tertiary, & quaternary sectors">Primary, secondary, tertiary, & quaternary sectors</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399693.html" title="Entrepreneurship">Entrepreneurship</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399692.html" title="Challenges & opportunities for starting a business">Challenges & opportunities for starting a business</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399691.html" title="1.1 True or False Quiz">1.1 True or False Quiz</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399690.html" title="1.1 Revision Flashcards">1.1 Revision Flashcards</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399689.html" title="1.1 Glossary of key terms">1.1 Glossary of key terms</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399681.html" title="1.2 Types of business entities">1.2 Types of business entities</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399688.html" title="Public & private sectors">Public & private sectors</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399687.html" title="Types of for-profit organizations">Types of for-profit organizations</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399686.html" title="For-profit social enterprises">For-profit social enterprises</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399685.html" title="Non-profit social enterprises">Non-profit social enterprises</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399684.html" title="True or False quiz">True or False quiz</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399683.html" title="1.2 Revision Flashcards">1.2 Revision Flashcards</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399682.html" title="1.2 Glossary of key terms">1.2 Glossary of key terms</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44041/13-business-objectives.html" title="1.3 Business objectives">1.3 Business objectives</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399679.html" title="Vision and mission statements">Vision and mission statements</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399680.html" title="Common business objectives">Common business objectives</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399678.html" title="Strategic & tactical objectives">Strategic & tactical objectives</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399677.html" title="Corporate social responsibility">Corporate social responsibility</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399676.html" title="1.3 Revision Flashcards">1.3 Revision Flashcards</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399674.html" title="True or False quiz">True or False quiz</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399675.html" title="1.3 Glossary of Key terms">1.3 Glossary of Key terms</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44044/14-stakeholders.html" title="1.4 Stakeholders">1.4 Stakeholders</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399673.html" title="The interests of stakeholders">The interests of stakeholders</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399672.html" title="Conflict between stakeholders">Conflict between stakeholders</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399670.html" title="Unit 1.4 Revision Flashcards">Unit 1.4 Revision Flashcards</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399669.html" title="1.4 True or False">1.4 True or False</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399671.html" title="1.4 Glossary of Key terms">1.4 Glossary of Key terms</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44045/15-growth-and-evolution.html" title="1.5 Growth and evolution">1.5 Growth and evolution</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44212/economies-diseconomies-of-scale-1.html" title="Economies & diseconomies of scale">Economies & diseconomies of scale</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44214/internal-and-external-growth-1.html" title="Internal and external growth">Internal and external growth</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44220/external-growth-methods-1.html" title="External growth methods">External growth methods</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44219/reasons-to-grow-or-stay-small-1.html" title="Reasons to grow or stay small">Reasons to grow or stay small</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45586/unit-15revision-flashcards-1.html" title="Unit 1.5 Revision Flashcards">Unit 1.5 Revision Flashcards</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45450/true-or-false-quiz-1.html" title="True or False quiz">True or False quiz</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../43673/15-glossary-of-key-terms-1.html" title="1.5 Glossary of key terms">1.5 Glossary of key terms</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44046/16-multinational-companies.html" title="1.6 Multinational companies">1.6 Multinational companies</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44236/the-impact-of-mncs-on-host-countries-ao3-1.html" title="The impact of MNCs on host countries (AO3)">The impact of MNCs on host countries (AO3)</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44240/video-documentaries-mncs-1.html" title="Video documentaries - MNCs">Video documentaries - MNCs</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45587/16-glossary-of-key-terms-1.html" title="1.6 Glossary of key terms">1.6 Glossary of key terms</a></li></ul></ul><li class=" parent std-toplevel" style="padding-left: 4px"><i class="expander fa fa-caret-right "></i><a class="" href="../43530/unit-2-hrm.html" title="Unit 2 - HRM">Unit 2 - HRM</a></li><ul class="level-1 "><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44253/21-introduction-to-hrm.html" title="2.1 Introduction to HRM">2.1 Introduction to HRM</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44256/role-of-hrm.html" title="Role of HRM">Role of HRM</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44257/factors-that-influence-hr-planning.html" title="Factors that influence HR planning">Factors that influence HR planning</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44282/reasons-for-resistance-to-change.html" title="Reasons for resistance to change">Reasons for resistance to change</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44283/hr-strategies-for-reducing-the-impact-of-change-resistance-to-ch.html" title="HR strategies for reducing the impact of change & resistance to change">HR strategies for reducing the impact of change & resistance to change</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45458/21-true-or-false-quiz.html" title="2.1 True or False quiz">2.1 True or False quiz</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../43677/21-glossary-of-key-terms.html" title="2.1 Glossary of key terms">2.1 Glossary of key terms</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../43875/22-organizational-structure.html" title="2.2 Organizational structure">2.2 Organizational structure</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44296/terminology-for-understanding-organizational-structures-1.html" title="Terminology for understanding organizational structures">Terminology for understanding organizational structures</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44310/types-of-organization-charts-1.html" title="Types of organization charts">Types of organization charts</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44323/appropriateness-of-organizational-structures-and-external-factor-1.html" title="Appropriateness of organizational structures and external factors">Appropriateness of organizational structures and external factors</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44316/changes-in-organizational-structures-hl-1.html" title="Changes in organizational structures (HL)">Changes in organizational structures (HL)</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44338/23-leadership-and-management.html" title="2.3 Leadership and management">2.3 Leadership and management</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44343/scientific-intuitive-management-hl-1.html" title="Scientific & intuitive management (HL)">Scientific & intuitive management (HL)</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44339/management-and-leadership-1.html" title="Management and leadership">Management and leadership</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44340/leadership-styles-1.html" title="Leadership styles">Leadership styles</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45462/23-true-or-false-quiz.html" title="2.3 True or False Quiz">2.3 True or False Quiz</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../43829/24-motivation-and-demotivation.html" title="2.4 Motivation and demotivation">2.4 Motivation and demotivation</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44349/motivation-theories-sl-hl-1.html" title="Motivation theories (SL & HL)">Motivation theories (SL & HL)</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44353/motivation-theories-hl-1.html" title="Motivation theories (HL)">Motivation theories (HL)</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44354/labour-turnover-hl-1.html" title="Labour turnover (HL)">Labour turnover (HL)</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44361/types-of-appraisal-hl-1.html" title="Types of appraisal (HL)">Types of appraisal (HL)</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44383/methods-of-recruitment-hl-1.html" title="Methods of recruitment (HL)">Methods of recruitment (HL)</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44382/internal-external-recruitment-hl-1.html" title="Internal & external recruitment (HL)">Internal & external recruitment (HL)</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44363/types-of-financial-rewards-1.html" title="Types of financial rewards">Types of financial rewards</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44370/types-of-non-financial-rewards-1.html" title="Types of non-financial rewards">Types of non-financial rewards</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44371/types-of-training.html" title="Types of training">Types of training</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44390/25-organizational-corporate-culture-hl.html" title="2.5 Organizational (corporate) culture (HL)">2.5 Organizational (corporate) culture (HL)</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44392/organizational-culture-hl-1.html" title="Organizational culture (HL)">Organizational culture (HL)</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44393/types-of-organizational-culture-hl-1.html" title="Types of organizational culture (HL)">Types of organizational culture (HL)</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44394/cultural-clashes-hl-1.html" title="Cultural clashes (HL)">Cultural clashes (HL)</a></li></ul><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44247/26-communication.html" title="2.6 Communication">2.6 Communication</a></li></ul><li class=" parent std-toplevel" style="padding-left: 4px"><i class="expander fa fa-caret-right "></i><a class="" href="../43545/unit-3-finance.html" title="Unit 3 - Finance">Unit 3 - Finance</a></li><ul class="level-1 "><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44435/31-introduction-to-finance.html" title="3.1 Introduction to finance">3.1 Introduction to finance</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44431/31-introduction-to-finance-role-of-finance.html" title="3.1 Introduction to finance - role of finance">3.1 Introduction to finance - role of finance</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45634/31-glossary-of-key-term.html" title="3.1 Glossary of key term">3.1 Glossary of key term</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44436/32-sources-of-finance.html" title="3.2 Sources of finance">3.2 Sources of finance</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44437/internal-sources-of-finance.html" title="Internal sources of finance">Internal sources of finance</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44450/external-sources-of-finance.html" title="External sources of finance">External sources of finance</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44479/appropriateness-of-sources-of-finance.html" title="Appropriateness of sources of finance">Appropriateness of sources of finance</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45483/32-true-or-false-quiz.html" title="3.2 True or False Quiz">3.2 True or False Quiz</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../43688/32-glossary-of-key-terms.html" title="3.2 Glossary of key terms">3.2 Glossary of key terms</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44486/33-costs-and-revenues.html" title="3.3 Costs and revenues">3.3 Costs and revenues</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44487/types-of-costs-1.html" title="Types of costs">Types of costs</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44491/total-revenue-revenue-streams-1.html" title="Total revenue & revenue streams">Total revenue & revenue streams</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45484/33-true-or-false-quiz-1.html" title="3.3 True or false quiz">3.3 True or false quiz</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45657/33-glossary-of-key-terms-1.html" title="3.3 Glossary of key terms">3.3 Glossary of key terms</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44492/34-final-accounts.html" title="3.4 Final accounts">3.4 Final accounts</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44527/the-purpose-of-accounts-to-different-stakeholders-1.html" title="The purpose of accounts to different stakeholders">The purpose of accounts to different stakeholders</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44577/profit-loss-account-2.html" title="Profit & loss account">Profit & loss account</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44579/balance-sheets-1.html" title="Balance sheets">Balance sheets</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44560/types-of-intangible-assets-1.html" title="Types of intangible assets">Types of intangible assets</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44585/depreciation-hl-1.html" title="Depreciation (HL)">Depreciation (HL)</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45919/34-true-or-false-quiz-1.html" title="3.4 True or False Quiz">3.4 True or False Quiz</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45658/34-glossary-of-key-terms-1.html" title="3.4 Glossary of key terms">3.4 Glossary of key terms</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44593/35-profitability-liquidity-ratio-analysis.html" title="3.5 Profitability & liquidity ratio analysis">3.5 Profitability & liquidity ratio analysis</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44595/profitability-ratios.html" title="Profitability ratios">Profitability ratios</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44626/liquidity-ratios-1.html" title="Liquidity ratios">Liquidity ratios</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45486/35-true-or-false-quiz-1.html" title="3.5 True or False Quiz">3.5 True or False Quiz</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45661/35-glossary-of-key-terms-1.html" title="3.5 Glossary of key terms">3.5 Glossary of key terms</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44627/36-efficiency-ratio-analysis-hl-only.html" title="3.6 Efficiency ratio analysis (HL only)">3.6 Efficiency ratio analysis (HL only)</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44805/efficiency-ratios-hl-1.html" title="Efficiency ratios (HL)">Efficiency ratios (HL)</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44633/insolvency-versus-bankruptcy-1.html" title="Insolvency versus bankruptcy">Insolvency versus bankruptcy</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45488/36-true-or-false-quiz-1.html" title="3.6 True or False Quiz">3.6 True or False Quiz</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45662/36-glossary-of-key-terms-1.html" title="3.6 Glossary of key terms">3.6 Glossary of key terms</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44493/37-cash-flow.html" title="3.7 Cash flow">3.7 Cash flow</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44502/the-difference-between-profit-cash-flow-1.html" title="The difference between profit & cash flow">The difference between profit & cash flow</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44506/working-capital-1.html" title="Working capital">Working capital</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44557/liquidity-position-1.html" title="Liquidity position">Liquidity position</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44558/cash-flow-forecasts-1.html" title="Cash flow forecasts">Cash flow forecasts</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44507/relationship-between-investment-profit-cash-flow-1.html" title="Relationship between investment, profit & cash flow">Relationship between investment, profit & cash flow</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44509/strategies-for-dealing-with-cash-flow-problems-1.html" title="Strategies for dealing with cash flow problems">Strategies for dealing with cash flow problems</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45493/37-true-or-false-1.html" title="3.7 True or False">3.7 True or False</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../43687/37-glossary-of-key-terms-1.html" title="3.7 Glossary of key terms">3.7 Glossary of key terms</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44515/38-investment-appraisal.html" title="3.8 Investment appraisal">3.8 Investment appraisal</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44516/payback-period-average-rate-of-return-1.html" title="Payback period & Average rate of return">Payback period & Average rate of return</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44519/net-present-value-npv-hl.html" title="Net present value (NPV) (HL)">Net present value (NPV) (HL)</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45494/38-true-or-false-quiz-1.html" title="3.8 True or False Quiz">3.8 True or False Quiz</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../43693/38-glossary-of-key-terms-1.html" title="3.8 Glossary of key terms">3.8 Glossary of key terms</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44564/39-budgets-hl.html" title="3.9 Budgets (HL)">3.9 Budgets (HL)</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44565/the-difference-between-cost-profit-centres-1.html" title="The difference between cost & profit centres">The difference between cost & profit centres</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44568/the-roles-of-cost-profit-centres-1.html" title="The roles of cost & profit centres">The roles of cost & profit centres</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44576/constructing-budgets-1.html" title="Constructing budgets">Constructing budgets</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44569/variances-1.html" title="Variances">Variances</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44571/the-importance-of-budgets-variances-1.html" title="The importance of budgets & variances">The importance of budgets & variances</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45495/39-true-or-false-quiz-1.html" title="3.9 True or False Quiz">3.9 True or False Quiz</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../43694/39-glossary-of-key-terms.html" title="3.9 Glossary of key terms">3.9 Glossary of key terms</a></li></ul></ul><li class=" parent std-toplevel" style="padding-left: 4px"><i class="expander fa fa-caret-right "></i><a class="" href="../43547/unit-4-marketing.html" title="Unit 4 - Marketing">Unit 4 - Marketing</a></li><ul class="level-1 "><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44637/41-introduction-to-marketing.html" title="4.1 Introduction to marketing">4.1 Introduction to marketing</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44638/market-orientation-vs-product-orientation-1.html" title="Market orientation vs Product orientation">Market orientation vs Product orientation</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44639/market-share-1.html" title="Market share">Market share</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44641/market-growth-1.html" title="Market growth">Market growth</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44642/importance-of-market-share-market-leadership-hl-1.html" title="Importance of market share & market leadership (HL)">Importance of market share & market leadership (HL)</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../43695/41-glossary-of-key-terms-1.html" title="4.1 Glossary of key terms">4.1 Glossary of key terms</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../43823/42-marketing-planning.html" title="4.2 Marketing planning">4.2 Marketing planning</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44645/the-role-of-marketing-planning-1.html" title="The role of marketing planning">The role of marketing planning</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44654/segmentation-targeting-and-positioning-1.html" title="Segmentation, targeting, and positioning">Segmentation, targeting, and positioning</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44646/difference-between-niche-mass-market-1.html" title="Difference between niche & mass market">Difference between niche & mass market</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../43821/the-importance-of-having-a-usp-1.html" title="The importance of having a USP">The importance of having a USP</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44655/how-organizations-differentiate-themselves-1.html" title="How organizations differentiate themselves">How organizations differentiate themselves</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../43834/42-vocab-quiz-1.html" title="4.2 Vocab Quiz">4.2 Vocab Quiz</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45528/42-true-or-false-quiz-1.html" title="4.2 True or False Quiz">4.2 True or False Quiz</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../43696/42-glossary-of-key-terms-1.html" title="4.2 Glossary of key terms">4.2 Glossary of key terms</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44660/43-sales-forecasting-hl.html" title="4.3 Sales forecasting (HL)">4.3 Sales forecasting (HL)</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44669/benefits-limitations-of-sales-forecasting.html" title="Benefits & limitations of sales forecasting">Benefits & limitations of sales forecasting</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45530/43-true-or-false-quiz-1.html" title="4.3 True or False Quiz">4.3 True or False Quiz</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../43711/43-glossary-of-key-terms-1.html" title="4.3 Glossary of key terms">4.3 Glossary of key terms</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44679/44-market-research.html" title="4.4 Market research">4.4 Market research</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44680/why-how-organizations-carry-out-market-research.html" title="Why & how organizations carry out market research">Why & how organizations carry out market research</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44692/methodstechniques-of-primary-market-research-1.html" title="Methods/techniques of primary market research">Methods/techniques of primary market research</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44693/methodstechniques-of-secondary-market-research-1.html" title="Methods/techniques of secondary market research">Methods/techniques of secondary market research</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44694/qualitative-quantitative-research-1.html" title="Qualitative & quantitative research">Qualitative & quantitative research</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44695/methods-of-sampling-1.html" title="Methods of sampling">Methods of sampling</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45531/44-true-or-false-quiz-1.html" title="4.4 True or False Quiz">4.4 True or False Quiz</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../43712/44-glossary-of-key-terms-1.html" title="4.4 Glossary of key terms">4.4 Glossary of key terms</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44720/45-the-seven-ps-of-the-marketing-mix.html" title="4.5 The seven Ps of the marketing mix">4.5 The seven Ps of the marketing mix</a></li><ul class="level-2 "><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44740/451-product.html" title="4.5.1 Product">4.5.1 Product</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../44741/the-product-life-cycle-1.html" title="The product life cycle">The product life cycle</a></li><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../44745/extension-strategies-1.html" title="Extension strategies">Extension strategies</a></li><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../44981/relationship-between-the-plc-investment-profit-cash-flow-1.html" title="Relationship between the PLC, investment, profit & cash flow">Relationship between the PLC, investment, profit & cash flow</a></li><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../44748/aspects-of-branding.html" title="Aspects of branding">Aspects of branding</a></li><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../44757/the-importance-of-branding-1.html" title="The importance of branding">The importance of branding</a></li><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../45766/starterplenary-activity-anagrams-quiz-brands-1.html" title="Starter/Plenary activity - Anagrams Quiz (Brands)">Starter/Plenary activity - Anagrams Quiz (Brands)</a></li><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../45957/starterplenary-activity-whats-in-a-brand-name-1.html" title="Starter/Plenary activity - What's in a (brand) name?">Starter/Plenary activity - What's in a (brand) name?</a></li><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../43713/45-glossary-of-key-terms-product-1.html" title="4.5 Glossary of key terms (Product)">4.5 Glossary of key terms (Product)</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../42547/452-price-1.html" title="4.5.2 Price">4.5.2 Price</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../43719/45-key-terms-price-1.html" title="4.5 Key Terms (Price)">4.5 Key Terms (Price)</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44782/453-promotion.html" title="4.5.3 Promotion">4.5.3 Promotion</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../44783/above-the-line-promotion-1.html" title="Above the line promotion">Above the line promotion</a></li><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../44795/below-the-line-promotion-1.html" title="Below the line promotion">Below the line promotion</a></li><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../44797/through-the-line-promotion-1.html" title="Through the line promotion">Through the line promotion</a></li><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../44801/social-media-marketing-1.html" title="Social media marketing">Social media marketing</a></li><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../43721/45-glossary-of-key-terms-1.html" title="4.5 Glossary of key terms">4.5 Glossary of key terms</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44803/454-place-1.html" title="4.5.4 Place">4.5.4 Place</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../44804/the-importance-of-different-distribution-channels-1.html" title="The importance of different distribution channels">The importance of different distribution channels</a></li><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../43722/45-glossary-of-key-terms-1.html" title="4.5 Glossary of key terms">4.5 Glossary of key terms</a></li></ul><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44758/455-people-1.html" title="4.5.5 People">4.5.5 People</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44773/456-processes-1.html" title="4.5.6 Processes">4.5.6 Processes</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44774/457-physical-evidence-1.html" title="4.5.7 Physical evidence">4.5.7 Physical evidence</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44982/appropriate-marketing-mixes-1.html" title="Appropriate marketing mixes">Appropriate marketing mixes</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44697/46-international-marketing-hl.html" title="4.6 International marketing (HL)">4.6 International marketing (HL)</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44698/opportunities-threats-posed-by-entry-into-international-markets-1.html" title="Opportunities & threats posed by entry into international markets">Opportunities & threats posed by entry into international markets</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45537/46-true-or-false-quiz-1.html" title="4.6 True or False Quiz">4.6 True or False Quiz</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45736/46-glossary-of-key-terms-1.html" title="4.6 Glossary of key terms">4.6 Glossary of key terms</a></li></ul></ul><li class="ancestor parent std-toplevel" style="padding-left: 4px"><i class="expander fa fa-caret-right fa-rotate-90"></i><a class="" href="../43565/unit-5-operations-mgt.html" title="Unit 5 - Operations Mgt">Unit 5 - Operations Mgt</a></li><ul class="level-1 expanded"><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44817/51-introduction-to-operations-management.html" title="5.1 Introduction to operations management">5.1 Introduction to operations management</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44818/the-role-of-operations-management-1.html" title="The role of operations management">The role of operations management</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44812/52-operations-methods.html" title="5.2 Operations methods">5.2 Operations methods</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44815/operations-methods-1.html" title="Operations methods">Operations methods</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44861/53-lean-production-quality-management-hl.html" title="5.3 Lean production & quality management (HL)">5.3 Lean production & quality management (HL)</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44864/features-of-lean-production.html" title="Features of lean production">Features of lean production</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44872/methods-of-lean-production.html" title="Methods of lean production">Methods of lean production</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44874/cradle-to-cradle-design-manufacturing.html" title="Cradle to cradle design & manufacturing">Cradle to cradle design & manufacturing</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44875/quality-control-quality-assurance.html" title="Quality control & quality assurance">Quality control & quality assurance</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44876/methods-of-managing-quality.html" title="Methods of managing quality">Methods of managing quality</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44877/the-impact-of-lean-production-tqm.html" title="The impact of lean production & TQM">The impact of lean production & TQM</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44878/national-international-quality-standards.html" title="National & international quality standards">National & international quality standards</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44840/55-break-even-analysis.html" title="5.5 Break-even analysis">5.5 Break-even analysis</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44843/contribution.html" title="Contribution">Contribution</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44848/aspects-of-break-even-analysis.html" title="Aspects of break-even analysis">Aspects of break-even analysis</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44851/changes-in-price-and-costs.html" title="Changes in price and costs">Changes in price and costs</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44852/limitations-of-break-even-analysis.html" title="Limitations of break-even analysis">Limitations of break-even analysis</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44890/56-production-planning-hl.html" title="5.6 Production planning (HL)">5.6 Production planning (HL)</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44902/the-local-global-supply-chain-process.html" title="The local & global supply chain process">The local & global supply chain process</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44922/the-difference-between-jit-jic.html" title="The difference between JIT & JIC">The difference between JIT & JIC</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44931/stock-control-charts.html" title="Stock control charts">Stock control charts</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44970/capacity-utilization-rate.html" title="Capacity utilization rate">Capacity utilization rate</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45125/defect-rate.html" title="Defect rate">Defect rate</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../43832/productivity.html" title="Productivity">Productivity</a></li><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45187/cost-to-buy-cost-to-make.html" title="Cost to buy & Cost to make">Cost to buy & Cost to make</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../46353/sinterklaas-putting-ctb-vs-ctm-into-practice.html" title="Sinterklaas - Putting CTB vs CTM into practice">Sinterklaas - Putting CTB vs CTM into practice</a></li></ul></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../45242/57-crisis-management-contingency-planning-hl.html" title="5.7 Crisis management & contingency planning (HL)">5.7 Crisis management & contingency planning (HL)</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45243/difference-between-crisis-management-contingency-planning.html" title="Difference between crisis management & contingency planning">Difference between crisis management & contingency planning</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45268/impact-of-contingency-planning.html" title="Impact of contingency planning">Impact of contingency planning</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45260/factors-that-affect-effective-crisis-management.html" title="Factors that affect effective crisis management">Factors that affect effective crisis management</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45554/57-true-or-false-quiz.html" title="5.7 True or False Quiz">5.7 True or False Quiz</a></li></ul><li class="ancestor parent" style="padding-left: 14px"><i class="expander fa fa-caret-right fa-rotate-90"></i><a class="" href="../45669/59-management-information-systems-hl.html" title="5.9 Management Information Systems (HL)">5.9 Management Information Systems (HL)</a></li><ul class="level-2 expanded"><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../42633/data-analytics.html" title="Data analytics">Data analytics</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45861/database.html" title="Database">Database</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44966/cybersecurity-and-cybercrime.html" title="Cybersecurity and cybercrime">Cybersecurity and cybercrime</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45859/critical-infrastructures.html" title="Critical infrastructures">Critical infrastructures</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../46175/virtual-reality.html" title="Virtual reality">Virtual reality</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45862/the-internet-of-things.html" title="The internet of things">The internet of things</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45858/artificial-intelligence.html" title="Artificial intelligence">Artificial intelligence</a></li><li class="current" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="big-data.html" title="Big data">Big data</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../43392/customer-loyalty-programmes.html" title="Customer loyalty programmes">Customer loyalty programmes</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../43395/digital-taylorism.html" title="Digital Taylorism">Digital Taylorism</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45671/data-mining.html" title="Data mining">Data mining</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45856/benefits-risks-ethical-implications-of-mis.html" title="Benefits, risks, & ethical implications of MIS">Benefits, risks, & ethical implications of MIS</a></li></ul></ul><li class=" parent std-toplevel" style="padding-left: 4px"><i class="expander fa fa-caret-right "></i><a class="" href="../42640/bmt-.html" title="BMT ">BMT </a></li><ul class="level-1 "><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399696.html" title="BMT 1 - SWOT analysis">BMT 1 - SWOT analysis</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399697.html" title="BMT 2 - Ansoff matrix">BMT 2 - Ansoff matrix</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44027/bmt-3-steeple-analysis.html" title="BMT 3 - STEEPLE analysis">BMT 3 - STEEPLE analysis</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../42577/bmt-4-boston-consulting-group-matrix.html" title="BMT 4 - Boston Consulting Group matrix">BMT 4 - Boston Consulting Group matrix</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../42956/bmt-5-business-plans.html" title="BMT 5 - Business plans">BMT 5 - Business plans</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../43606/bmt-6-decision-trees.html" title="BMT 6 - Decision trees">BMT 6 - Decision trees</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../42362/bmt-7-descriptive-statistics.html" title="BMT 7 - Descriptive statistics">BMT 7 - Descriptive statistics</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../42226/bmt-8-circular-business-models.html" title="BMT 8 - Circular Business Models">BMT 8 - Circular Business Models</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../43605/bmt-9-gantt-chart-hl-only.html" title="BMT 9 - Gantt chart (HL only)">BMT 9 - Gantt chart (HL only)</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../42214/bmt-10-porters-generic-strategies-hl-only.html" title="BMT 10 - Porter's generic strategies (HL only)">BMT 10 - Porter's generic strategies (HL only)</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../42216/bmt-11-hofstedes-cultural-dimensions-hl-only.html" title="BMT 11 - Hofstede's cultural dimensions (HL only)">BMT 11 - Hofstede's cultural dimensions (HL only)</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399698.html" title="BMT 12 - Force field analysis (HL only)">BMT 12 - Force field analysis (HL only)</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../42375/bmt-13-critical-path-analysis-hl-only.html" title="BMT 13 - Critical path analysis (HL only)">BMT 13 - Critical path analysis (HL only)</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../42344/bmt-14-contribution-hl-only-.html" title="BMT 14 - Contribution (HL only) ">BMT 14 - Contribution (HL only) </a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../42311/bmt-15-simple-linear-regression-hl-only.html" title="BMT 15 - Simple linear regression (HL only)">BMT 15 - Simple linear regression (HL only)</a></li></ul><li class=" parent std-toplevel" style="padding-left: 4px"><i class="expander fa fa-caret-right "></i><a class="" href="../42758/concepts.html" title="Concepts">Concepts</a></li><ul class="level-1 "><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../43633/creativity.html" title="Creativity">Creativity</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../43631/ethics.html" title="Ethics">Ethics</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../43435/sustainability.html" title="Sustainability">Sustainability</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../43668/change.html" title="Change">Change</a></li></ul><li class=" parent std-toplevel" style="padding-left: 4px"><i class="expander fa fa-caret-right "></i><a class="" href="../42836/ia-.html" title="IA ">IA </a></li><ul class="level-1 "><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44415/formulating-suitable-ia-questions.html" title="Formulating suitable IA questions">Formulating suitable IA questions</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../47685/supporting-documents-for-the-ia.html" title="Supporting documents for the IA">Supporting documents for the IA</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../47840/top-tips-for-the-ia-primary-research.html" title="Top tips for the IA – Primary research">Top tips for the IA – Primary research</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44047/50-sample-ia-research-questions-1.html" title="50+ Sample IA research questions">50+ Sample IA research questions</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../46719/recommended-format-for-the-ia.html" title="Recommended format for the IA">Recommended format for the IA</a></li></ul><li class=" parent std-toplevel" style="padding-left: 4px"><i class="expander fa fa-caret-right "></i><a class="" href="../43603/exams.html" title="Exams">Exams</a></li><ul class="level-1 "><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44091/paper-1.html" title="Paper 1">Paper 1</a></li><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="std-disabled" href="#" title="Paper 2">Paper 2</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../46637/01-ikea.html" title="01 - IKEA">01 - IKEA</a></li></ul><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../45839/quantitative-techniques.html" title="Quantitative techniques">Quantitative techniques</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../46025/abbreviations-quiz.html" title="Abbreviations Quiz">Abbreviations Quiz</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../43740/command-terms.html" title="Command terms">Command terms</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../45612/glossary-of-key-terms.html" title="Glossary of key terms">Glossary of key terms</a></li></ul><li class=" parent std-toplevel" style="padding-left: 4px"><i class="expander fa fa-caret-right "></i><a class="" href="../33955/the-core.html" title="The Core">The Core</a></li><ul class="level-1 "><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../34902/cas-bm.html" title="CAS & BM">CAS & BM</a></li><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../21665/the-ee.html" title="The EE">The EE</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21934/the-bm-extended-essay.html" title="The BM Extended Essay">The BM Extended Essay</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../32857/ee-planning-form.html" title="EE Planning form">EE Planning form</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../37390/managing-the-ee-process.html" title="Managing the EE process">Managing the EE process</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../37496/top-10-tips-for-the-bm-ee.html" title="Top 10 tips for the BM EE">Top 10 tips for the BM EE</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21930/70-top-bm-ee-research-questions.html" title="70 top BM EE Research Questions">70 top BM EE Research Questions</a></li><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../22196/tools-techniques-theories-for-the-ee.html" title="Tools, techniques & theories for the EE">Tools, techniques & theories for the EE</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../44048/the-triple-bottom-line.html" title="The triple bottom line">The triple bottom line</a></li></ul><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21836/understanding-the-assessment-criteria.html" title="Understanding the assessment criteria">Understanding the assessment criteria</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../37960/reflections-and-engagement-in-the-ee.html" title="Reflections and engagement in the EE">Reflections and engagement in the EE</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../41874/the-mandatory-reflection-sessions.html" title="The mandatory reflection sessions">The mandatory reflection sessions</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../37659/top-10-tips-for-completing-the-rppf-1.html" title="Top 10 Tips for completing the RPPF">Top 10 Tips for completing the RPPF</a></li><li class="" style="padding-left: 28px"><i 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<div id="main-column" class="span9"> <article id="big-data" style="margin-top: 16px;">
<h1 class="section-title">Big data</h1>
<ul class="breadcrumb"><li><a title="Home" href="../../../businessmanagement.html"><i class="fa fa-home"></i></a><span class="divider">/</span></li><li><span class="gray">Unit 5 - Operations Mgt</span><span class="divider">/</span></li><li><span class="gray">5.9 Management Information Systems (HL)</span><span class="divider">/</span></li><li><span class="active">Big data</span></li></ul>
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<div class="panel panel-purple"><div class="panel-heading"><a class="expander pull-right" href="#"><span class="fa fa-plus"></span></a><div><p><strong><span style="font-family:arial,helvetica,sans-serif;">Big data (AO2)</span></strong></p></div></div><div class="panel-body"><div><p><span style="color:#696969;"><img alt="" src="../../../ib/businessmanagement/images/4-marketing/market-research3.jpg" style="width: 280px; height: 186px; float: left;"><em>“The world is now awash in data and we can see consumers in a lot clearer ways.”</em><br>- Max Levchin, Co-founder of PayPal</span></p><p><span style="color:#696969;"><em>“Big data will replace the need for 80% of all doctors”</em><br>- Vinod Khosla, Co-founder of Sun Microsystems</span></p><p><span style="color:#696969;"><em>“No great marketing decisions have ever been made on qualitative data.”</em><br>- John Sculley, former CEO of Apple Inc.</span></p><p><span style="color:#696969;"><em>“Data really powers everything that we do.”</em><br>- Jeff Weiner, former CEO of LinkedIn</span></p></div><hr><div class="box"><p>Research in 2021 showed just how much data is generated online every minute:</p><ul class="branded"><li><p>65,000 photos shared on Instagram</p></li><li><p>100,000 users connected on Microsoft's Teams</p></li><li><p>240,000 photos shared on Facebook</p></li><li><p>452,000 hours of content streamed on Netflix</p></li><li><p>668,000 messages sent on Discord</p></li><li><p>694,000 hours of videos streamed on YouTube</p></li><li><p>575,000 posts on Twitter</p></li><li><p>5.7 million Google searches</p></li><li><p>12 million messages are sent from Apple's iMessage</p></li><li><p>44 million live views on Facebook</p></li><li><p>167 million Tik Tok videos watched</p></li><li><p>$283,000 spent using Amazon</p></li></ul><p>Source: adapted from <a href="https://www.visualcapitalist.com/from-amazon-to-zoom-what-happens-in-an-internet-minute-in-2021/">visualcapitalist.com</a></p></div><hr class="hidden"><p><strong>Big data</strong> refers to access to extensive amounts of unprocessed (raw) and processed (structured) data from a broad range of sources. The data are often complex, due to the huge volume available, so sophisticated computer systems are used to capture, process, and analyze the data. Such tasks would be beyond the ability of humans without the use of technology to manage the process.</p><p>In general, business decision-making can be improved when there are large amounts of meaningful data available. Market analyses show that big data as a service market was valued at $12.74 billion in 2020 but is forecast to increase to $93.52 billion by 2028 (which represents a compound annual growth rate of 28.2%). The reason for this projected growth is that big data can help businesses in numerous interrelated ways, including:</p><ul class="branded"><li>Making more informed business decisions, based on facts, trends, and logic.</li><li>Understanding their customers in better ways, thereby supplying goods and services that meet their changing needs.</li><li>Improving business activities and operational efficiency.</li><li>Generating additional revenues and profits.</li></ul><hr class="hidden"><p><span class="snippet-fa fa fa-youtube fa-lg" style="color: rgb(202, 72, 26);"> </span>Watch this short video to see how the health care industry in the US is using big data and data analytics to improve the lives of patients.</p><p><iframe allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen="" frameborder="0" height="360" src="https://www.youtube.com/embed/VMcdPw89_rM" title="Big Data Analytics in Healthcare" width="640"></iframe></p><p>There are five key characteristics of big data, referred to as the 3Vs, developed by Doug Laney (2001), a management and technology consultant. He defines big data as:</p><div class="box"><em>"Big data is high-volume, high-velocity and/or high-variety information assets that demand cost-effective, innovative forms of information processing that enable enhanced insight, decision making, and process automation."</em></div><ul class="branded"><li><p><em>Volume </em>- the large amount of data generated. Volume (and variety) can come from numerous sources, such as smartphones, tablet computers, streaming services, e-commerce databases, and social media platforms.</p></li><li><p><em>Variety </em>- the diversity or different types of data, enabling multiple perspectives and comprehensive insights to an issue.</p></li><li><p><em>Velocity </em>- the speed at which data are generated and stored, often live.</p></li></ul><p>Two additional Vs were later added:</p><ul class="branded"><li><p><em>Veracity </em>- th extent to which the data are accurate, including the ability to separate out inaccurate data.</p></li><li><p><em>Value </em>- the extent to which the data are useful for supporting problem solving and improving decision making.</p></li></ul><p>Value is a particularly important aspect of big data in today's highly digital and interconnected world. In this context, value refers to the worth of the data being extracted from the variety of data sources. Having endless volumes of data is of no real value to a business unless the data can be turned something meaningful and useful for the business. Hence, it is important to understand the costs and benefits of collecting, processing, and analyzing the volumes of data to ensure that they can be used by the organization.The sheer amount of data generate constitute the data sets that are necessary for <a href="../42633/data-analytics.html" title="New syllabus (first teaching 2022) » Unit 5 - Operations Management » 5.9 Management Information Systems (HL) » Data analytics">data analytics</a> and data mining.</p><p>In the modern and competitive corporate world, there is a growing expectation to use more scientific decision making, rather than methods that rely on intuition and gut feelings. Given the increasing complexities and widespread impacts of many business decisions, strategies based on scientific methods are easier to document and account for, especially if clear justifications are required.</p><p>Similarly, given the huge volume of data available, big data has revolutionized traditional market research. Implementing big data analytics can give businesses a competitive advantage as they gain information to improve strategic decision making. Using big data analytics also helps to boost customer acquisition and improve customer retention. For example, Netflix claims that it knows users so well that the company's retention rate is about 93%.</p><p>Some other examples of how businesses use big data in the real world include the following:</p><ul class="branded"><li><p>Airline companies use big data to determine different prices to charge passengers on each day of the year, using <a href="../42547/452-price-1.html" title="New syllabus (first teaching 2022) » Unit 4 - Marketing » 4.5 The seven Ps of the marketing mix » 4.5.2 Price">dynamic pricing</a>.</p></li><li><p>Amusement park operators, such as Walt Disney World Theme Parks, use big data to understand visitor behaviour at its theme parks and hotels, so that it can offer an even more "magical" experience for its guests.</p></li><li><p>Social media marketers can access large amounts of data for market research and market planning purposes in order to better inform their sales practices and improve promotional techniques.</p></li><li><p>Banks use big data to deliver improved and more personalised services for their customers. Using data from bank statements and transactions enables the banks to knows a lot more about their customers, from what they like to buy, and how often, to where they go on holiday most frequently. Big data also enables banks to detect fraud.</p></li><li><p>Car manufacturers use big data such as live GPS data from motor vehicles to improve traffic flow and reduce congestion. It is also used to predict and warn drivers about maintenance needs for their vehicles, such as repair and servicing schedules. Many insurance companies also use big data from a car's black box to make more informed decisions about risk management and insurance premiums.</p></li><li>E-commerce businesses, such as Amazon, and online streaming services, such as Netflix, use big data for product recommendations. Amazon earns about 35% of its sales revenues from product recommendations.</li><li>Energy companies use big data to optimize the generation, distribution, and consumption of energy in homes and places of work. This includes analyzing big data from power plants as well as monitoring and examining data from smart metres in residential homes to improve energy efficiency.</li><li><p>Food delivery service providers, such as Uber Eats, use big data to make accurate forecasts of food delivery times for their customers, as well as meal recommendations.</p></li><li><p>Healthcare providers use big data to track patient information, monitor pandemics, and improve medical research, e.g., big data is used by medical clinics to store and analyze electronic health records to identify patterns and predict health risks.</p></li><li><p>Wealth managers and financial advisers use big data and data analytics to assess credit risk and inform investment decisions. It can also enable them to create personalized financial products and services for their clients.</p></li></ul><p><img alt="" src="../../../ib/businessmanagement/images/businesses/netflix.jpg" style="width: 300px; height: 193px;"></p><p><span style="color:#696969;"><em>Netflix uses big data to make programme recommendations to their subscribers</em></span></p><div class="yellowBg"><h5><span style="color:#FF0000;"><span style="font-family:arial,helvetica,sans-serif;"> ATL Activity (Research and Thinking skills) - The ethics of big data</span></span></h5><p>Given the nature and complexities of data (such as the methods of collection, storage, sharing, and security) there are important ethical concerns that businesses need to be aware of.</p><p>Governments across the world use different measures to protect people's private data and information. Some examples are listed below. Choose one of these, or an alternative of your choice, and investigate how the data protection legislation works in protecting the confidentiality of people and safeguarding their personal data or information. Be prepared to share your findings.</p><ul class="branded"><li><p>Japan's Act on Protection of Personal Information (APPI) in 2017.</p></li><li><p>Australia’s Privacy Act, which came into effect in 2018.</p></li><li><p>The European Union's (EU) General Data Protection Regulation (GDPR) in 2018.</p></li><li><p>The United Kingdom’s Data Protection Act (DPA) in 2018.</p></li><li><p>India's Personal Data Protection Bill (PDPB) in 2019.</p></li><li><p>The Nigeria Data Protection Regulation (NDPR) in 2019.</p></li><li><p>Canada's Digital Charter Implementation Act in 2020.</p></li><li><p>The California Consumer Privacy Act (CCPA) in 2020.</p></li><li><p>China’s Personal Information Protection Law (PIPL) in 2020.</p></li><li><p>South Africa's Protection of Personal Information Act (POPIA) in 2020.</p></li><li><p>Switzerland's Data Protection Act, revised in 2020.</p></li><li><p>Thailand's Personal Data Protection Act (PDPA) in 2020.</p></li></ul></div><div class="yellowBg"><h5><span style="font-family:arial,helvetica,sans-serif;"><span style="color:#FF0000;"><span class="snippet-fa fa fa-cogs fa-lg" style="color: rgb(61, 30, 128);"> </span> Theory of Knowledge (TOK)</span></span></h5><p>What is truth?</p><p>To what extent does big data reveal or conceal the truth?</p></div></div><div class="panel-footer"><div></div></div></div><p>Return to the <a href="../45669/59-management-information-systems-hl.html" title="New syllabus 2022 » Unit 5 - Operations Management » 5.9 Management Information Systems (HL)">Unit 5.9 - Management Information Systems (HL only)</a> homepage</p><p>Return to the <a href="../43565/unit-5-operations-management.html" title="New syllabus 2022 » Unit 5 - Operations Management">Unit 5 - Operations management</a> homepage</p><p><span style="font-family:arial,helvetica,sans-serif;"><a href="../../index.htm"><img alt="" src="../../../ib/businessmanagement/logo-blue-black-1.png" style="width: 170px; height: 54px;"></a></span></p><script>document.querySelectorAll('.tib-teacher-only').forEach(e => e.remove());</script>
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